Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the picture content as

@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the picture content as storyboard, generate a video with Hollywood film quality...

December 10, 2025 · 1 min read

@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the picture content as storyboard, generate a video with Hollywood film quality, professional-level music, visuals, and camera transitions.

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FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATthread digestTOPICagentic devtoolsCAPABILITYevaluation
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  capability-evaluation["evaluation"]
  format-thread -->|covers| topic-agentic-devtools
  format-thread -->|signals| capability-evaluation

Visual structure

Essay structure map

Built from summary and key paragraph positions

@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the pic...THESIS@MinhNgc74041 just cutthe first line andhere it is the prompt:Referring to theSIGNAL@MinhNgc74041 just cutthe first line andhere it is the prompt:Referring to theOPERATOR@MinhNgc74041 just cutthe first line andhere it is the prompt:Referring to theIMPLICATION@MinhNgc74041 just cutthe first line andhere it is the prompt:Referring to the
Mermaid outline
flowchart LR
  thesis["@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the picture content as storyb..."]
  signal["@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the picture content as storyb..."]
  operator["@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the picture content as storyb..."]
  implication["@MinhNgc74041 just cut the first line and here it is the prompt: Referring to the picture content as storyb..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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